Deep Learning Engineer - Researcher

23 hours ago

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Bot Auto

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Description

• At Bot Auto, we are revolutionizing the transportation of goods with our cutting-edge autonomous trucks. • We are looking for machine learning engineers at all levels to join our machine learning team. • You will be responsible for researching, designing and developing deep learning models to solve scene understanding, object detection, tracking and prediction problems for autonomous trucks. • Explore and propose new ideas using your knowledge and experience in deep learning, neural networks and large foundation models to solve challenging problems in all data driven components in autonomous driving. • Work on the entire life cycle of machine learning projects from data analysis, model experimentations to performance metrics verifications. • Be exposed to many cross-team projects and collaborate with the product, simulation and other sibling autonomous driving algorithm teams to extend machine learning technology to all components.

Requirements

• Have an advanced degree (Ph.D or Master’s) in related fields of study: computer science, computer engineering, mathematics, physics, and etc. • Have in-depth knowledge and extensive experience in machine learning, and/or computer vision, and employ SOTA techniques of machine learning. • Be familiar with PyTorch, TensorFlow and other machine learning platforms and tools. • Have strong motivation to work independently in a fast paced environment while collaborating with other teams on more complex and larger projects. • Have a proven track record of research publications in top conferences and/or journals as the first author. • Have knowledge and experience of generative models, model distillation, or model inference acceleration (e.g. TensorRT) techniques.